Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9376832 0.7174136 0.4185780
bt 0.8873106 0.5964441 0.3612795
maxnet 0.7833808 0.4620990 NA
gam 0.7866271 0.4535518 0.1910112
glm 0.7500959 0.4421623 0.1417596

Variable Importance

Partial Dependence